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<a href="gca__fkmedoid_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="preprocessor">#ifndef __GCA_FKMEDOID_LUCASIUS_ETAL1993_HPP__</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="preprocessor">#define __GCA_FKMEDOID_LUCASIUS_ETAL1993_HPP__</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;</div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor">#include &lt;iterator&gt;</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="leac_8hpp.html">leac.hpp</a>&gt;</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="inparam__gca_8hpp.html">inparam_gca.hpp</a>&quot;</span></div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="outparam__gamedoid_8hpp.html">outparam_gamedoid.hpp</a>&quot;</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="plot__runtime__function_8hpp.html">plot_runtime_function.hpp</a>&quot;</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;</div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespaceeac.html">eac</a> {</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;  </div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> T_INSTANCEIDX,</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;          <span class="keyword">typename</span> T_CLUSTERIDX,</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;          <span class="keyword">typename</span> T_REAL,</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;          <span class="keyword">typename</span> T_FEATURE,         </div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;          <span class="keyword">typename</span> T_FEATURE_SUM,</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;          <span class="keyword">typename</span> T_INSTANCES_CLUSTER_K</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;          &gt;</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;<a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;</a> </div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;<a class="code" href="namespaceeac.html#a7b3d16f26f9127f6f7d0161ab454fd23">gca_fkmedoid</a></div><div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="namespaceeac.html#a7b3d16f26f9127f6f7d0161ab454fd23">   66</a></span>&#160;(<a class="code" href="classinout_1_1_out_param_g_a_medoid.html">inout::OutParamGAMedoid</a></div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160; &lt;T_REAL,</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160; T_CLUSTERIDX&gt;                         &amp;aoop_outParamGAC,</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160; <a class="code" href="classinout_1_1_in_param_g_c_a.html">inout::InParamGCA</a></div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160; &lt;T_CLUSTERIDX,</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160; T_INSTANCEIDX,</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160; T_REAL,</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160; T_FEATURE,</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160; T_FEATURE_SUM,</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160; T_INSTANCES_CLUSTER_K&gt;                 &amp;aiinp_inParamGCA,</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160; <span class="keyword">const</span> <a class="code" href="classmat_1_1_matrix_triang.html">mat::MatrixTriang&lt;T_REAL&gt;</a>        &amp;aimatrixtriagrt_dissimilarity</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160; )</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;{</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;  <span class="comment">/*VARIABLE NEED FOR POPULATION AND MATINGPOOL GENETIC*/</span></div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;  </div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;  <a class="code" href="classgaencode_1_1_chrom_fixed_length.html#a3dcf8e8b9655883cfc4820c41614be19">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;::setStringSize</a></div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;    ((<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>) aiinp_inParamGCA.getNumClusterK() );</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;  <a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;</a> lochromfixleng_best;</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;  std::vector&lt;gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;* &gt;  </div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;    lvectorchromfixleng_population;</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;  </div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;  <span class="comment">/*SPACE FOR STORE MATINGPOOL*/</span>  </div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;  std::vector&lt;gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;* &gt;</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;    lvectorchromfixleng_stringPool;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    </div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;  <span class="comment">/*ID PROC</span></div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;<span class="comment">   */</span></div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;  geverboseui_idproc = 1;</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;  </div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;  ++geiinparam_verbose;</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;  <span class="keyword">const</span> <span class="keywordtype">char</span>* lpc_labelAlgGA = <span class="stringliteral">&quot;gca_fkmedoid&quot;</span>;</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;  <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    std::cout</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;      &lt;&lt; lpc_labelAlgGA</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;      &lt;&lt; <span class="stringliteral">&quot;  IN(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="stringliteral">&quot;)\n&quot;</span></div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;      &lt;&lt; <span class="stringliteral">&quot;\t(output Chromosome: lochromfixleng_best[&quot;</span> </div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;      &lt;&lt; &amp;lochromfixleng_best &lt;&lt; <span class="stringliteral">&quot;]\n&quot;</span></div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;      &lt;&lt; <span class="stringliteral">&quot;\t output inout::OutParamGAC&amp;: aoop_outParamGAC[&quot;</span> </div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;      &lt;&lt; &amp;aoop_outParamGAC &lt;&lt; <span class="stringliteral">&quot;]\n&quot;</span></div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;      &lt;&lt; <span class="stringliteral">&quot;\t input  InParamClusteringGALucasius&amp;: aiinp_inParamGCA[&quot;</span> </div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;      &lt;&lt; &amp;aiinp_inParamGCA &lt;&lt; <span class="charliteral">&#39;]&#39;</span></div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;      &lt;&lt; <span class="stringliteral">&quot;\n\t\tPopulation size = &quot;</span> </div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;      &lt;&lt; aiinp_inParamGCA.getSizePopulation()</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;      &lt;&lt; <span class="stringliteral">&quot;\n\t\tProbRecombination p_r = &quot;</span> </div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;      &lt;&lt; aiinp_inParamGCA.getProbCrossover() </div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;      &lt;&lt; <span class="stringliteral">&quot;\n\t\tProb_m.point  = &quot;</span> </div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;      &lt;&lt; aiinp_inParamGCA.getProbMutation()</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;      &lt;&lt; <span class="stringliteral">&quot;\n\t\tProbMixMutation  = &quot;</span> </div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;      &lt;&lt; aiinp_inParamGCA.getProbMixMutation()</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;      &lt;&lt; <span class="stringliteral">&quot;\n\t input  mat::MatrixTriang&lt;T_REAL&gt;: &amp;aimatrixtriagrt_dissimilarity[&quot;</span> </div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;      &lt;&lt;  &amp;aimatrixtriagrt_dissimilarity &lt;&lt; <span class="charliteral">&#39;]&#39;</span></div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;      &lt;&lt; <span class="stringliteral">&quot;\n\t)&quot;</span></div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;      &lt;&lt; std::endl;</div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;  }</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"> </span></div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;  </div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;  <a class="code" href="classruntime_1_1_list_runtime_function.html">runtime::ListRuntimeFunction&lt;COMMON_IDOMAIN&gt;</a> </div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;    llfh_listFuntionHist</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;    (aiinp_inParamGCA.getNumMaxGenerations(), <span class="stringliteral">&quot;Iterations&quot;</span>, <span class="stringliteral">&quot;Clustering metrics&quot;</span>);</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160; </div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;  <span class="comment">/*DECLARATION OF VARIABLES: COMPUTING STATISTICAL AND METRIC OF THE ALGORITHM*/</span></div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;<span class="preprocessor">#ifndef __WITHOUT_PLOT_STAT</span></div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;  </div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;  std::ofstream lfileout_plotStatObjetiveFunc;</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;  <a class="code" href="classruntime_1_1_runtime_function_value.html">runtime::RuntimeFunctionValue&lt;T_REAL&gt;</a> *lofh_SSE = NULL;</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;  <a class="code" href="classruntime_1_1_runtime_function_stat.html">runtime::RuntimeFunctionStat&lt;T_REAL&gt;</a>  *lofhs_statObjectiveFunc[<a class="code" href="runtime__statistic_8hpp.html#a821c6beac41497051d4d05d51f4ae4d7">STATISTICAL_ALL_MEASURES</a>];</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;  std::vector&lt;T_REAL&gt;       lvectorT_statfuncObjetiveFunc;</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;  </div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;  <span class="keywordflow">if</span> ( aiinp_inParamGCA.getWithPlotStatObjetiveFunc() ) {  </div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;    lvectorT_statfuncObjetiveFunc.reserve</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;      (aiinp_inParamGCA.getSizePopulation());  </div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;    <span class="comment">//DEFINE FUNCTION</span></div><div class="line"><a name="l00143"></a><span class="lineno">  143</span>&#160;    lofh_SSE  = <span class="keyword">new</span> <a class="code" href="classruntime_1_1_runtime_function_value.html">runtime::RuntimeFunctionValue&lt;T_REAL&gt;</a></div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;      (<span class="stringliteral">&quot;SSE&quot;</span>, </div><div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;       aiinp_inParamGCA.getAlgorithmoName(),</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;       <a class="code" href="runtime__function_8hpp.html#a11402450dc3137a8e9b7ea1ee32403a1">RUNTIMEFUNCTION_NOT_STORAGE</a></div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;       );</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;    llfh_listFuntionHist.addFuntion(lofh_SSE);</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;    </div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;    <span class="comment">//DEFINE FUNCTION STATISTICAL</span></div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;    <span class="keywordflow">for</span>  (<span class="keywordtype">int</span> <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> = 0; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a> &lt; <a class="code" href="runtime__statistic_8hpp.html#a821c6beac41497051d4d05d51f4ae4d7">STATISTICAL_ALL_MEASURES</a>; <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>++) {</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;      lofhs_statObjectiveFunc[<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>] = </div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;        <span class="keyword">new</span> <a class="code" href="classruntime_1_1_runtime_function_stat.html">runtime::RuntimeFunctionStat&lt;T_REAL&gt;</a></div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;        ( (<span class="keywordtype">char</span>) <a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>,</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;          aiinp_inParamGCA.getAlgorithmoName(),</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;          <a class="code" href="runtime__function_8hpp.html#a11402450dc3137a8e9b7ea1ee32403a1">RUNTIMEFUNCTION_NOT_STORAGE</a></div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;          );</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;      llfh_listFuntionHist.addFuntion(lofhs_statObjectiveFunc[<a class="code" href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">li_i</a>]);</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;    }</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;  </div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;    <span class="comment">//OPEN FILE STRORE FUNCTION </span></div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;    aoop_outParamGAC.setFileNameOutPlotStatObjetiveFunc</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;      (aiinp_inParamGCA.getFileNamePlotStatObjetiveFunc(),</div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;       aiinp_inParamGCA.getTimesRunAlgorithm()</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;       );</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;    lfileout_plotStatObjetiveFunc.open   </div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;      (aoop_outParamGAC.getFileNameOutPlotStatObjetiveFunc().c_str(), </div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;       std::ios::out | std::ios::app</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;       );</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;    lfileout_plotStatObjetiveFunc.precision(<a class="code" href="common_8hpp.html#ab23a980e24a9b9cf5356bf87aaf02a4a">COMMON_COUT_PRECISION</a>);</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;    <span class="comment">//FUNCTION HEADER</span></div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;    lfileout_plotStatObjetiveFunc </div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;      &lt;&lt; llfh_listFuntionHist.<a class="code" href="classruntime_1_1_list_runtime_function.html#a2dd9ac78935607a1c992c1e396897486">getHeaderFuntions</a>() </div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;      &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;  }</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__WITHOUT_PLOT_STAT*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;  <span class="comment">/*WHEN CAN MEASURE STARTS AT ZERO INVALID OFFSPRING*/</span></div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;  aoop_outParamGAC.setTotalInvalidOffspring(0);</div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;</div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;  <a class="code" href="namespaceruntime.html#a8dd0360926fc272cb3a627baf1132157">runtime::ExecutionTime</a> let_executionTime  = <a class="code" href="namespaceruntime.html#aa9ffc08cd526dab9f19a9a4000741a25">runtime::start</a>();</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;</div><div class="line"><a name="l00187"></a><span class="lineno">  187</span>&#160;  std::uniform_int_distribution&lt;T_INSTANCEIDX&gt; uniformdis_idxInstances</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;    (0,aimatrixtriagrt_dissimilarity.<a class="code" href="classmat_1_1_matrix_triang.html#ae8e385b7959c85519692bdee1d4c3aed">getNumRows</a>()-1);</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;  std::uniform_real_distribution&lt;T_REAL&gt; uniformdis_real01(0, 1);</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;  std::uniform_int_distribution&lt;T_INSTANCEIDX&gt; uniformdis_uiMutation0N</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;    (0,<a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;::stcgetStringSize</a>()-1);</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;  </div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;  <span class="comment">/*POPULATION CREATE------------------------------------------------------------</span></div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;<span class="comment">   */</span></div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;  lvectorchromfixleng_population.reserve</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    (aiinp_inParamGCA.getSizePopulation());</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;  <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> luintidx_i = 0; </div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;       luintidx_i &lt; aiinp_inParamGCA.getSizePopulation(); </div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;       luintidx_i++) </div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;    {</div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;      lvectorchromfixleng_population.push_back</div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;        (<span class="keyword">new</span> <a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;</a>());</div><div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;    }</div><div class="line"><a name="l00204"></a><span class="lineno">  204</span>&#160;</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;  <span class="comment">/*CREATE SPACE FOR STORE MATINGPOOL--------------------------------------------</span></div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;<span class="comment">   */</span></div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;  lvectorchromfixleng_stringPool.reserve</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;    (aiinp_inParamGCA.getSizePopulation());</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;  <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> luintidx_i = 0; </div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;       luintidx_i &lt; aiinp_inParamGCA.getSizePopulation(); </div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;       luintidx_i++) </div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;    {</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;      lvectorchromfixleng_stringPool.push_back</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;        (<span class="keyword">new</span> <a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;</a>());</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;    }</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;  <span class="comment">/*-1. Initiate strings. The initial population is</span></div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;<span class="comment">    created. Each string in the population uniquely</span></div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;<span class="comment">    encodes a candidate solution.</span></div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;<span class="comment">  */</span></div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;  </div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;  { <span class="comment">/*BEGIN INITIAL STRINGS*/</span></div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;    </div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;    geverbosepc_labelstep =  <span class="stringliteral">&quot;-1. INITIAL STRINGS&quot;</span>;</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;    ++geiinparam_verbose;</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;    <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;      std::cout &lt;&lt;  geverbosepc_labelstep</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;                &lt;&lt; <span class="stringliteral">&quot;:  IN(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;                &lt;&lt; std::endl;</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;    }</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;    <span class="keyword">const</span> <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>  luintidx_numClusterK =</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;      (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>) aiinp_inParamGCA.getNumClusterK();</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;    </div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;    <span class="keywordflow">for</span> (<span class="keyword">auto</span> lchromfixleng_iter :lvectorchromfixleng_population) {</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;       </div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;      std::unordered_set&lt;T_INSTANCEIDX&gt; &amp;&amp;lunorderedset_medoids =</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;        <a class="code" href="namespaceprob.html#a15090755bafc59aa295f2d02be64af8c">prob::getWithoutRepeatsSet</a></div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;        ( luintidx_numClusterK,</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;          [&amp;]() -&gt; T_INSTANCEIDX</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;          {</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;            <span class="keywordflow">return</span> uniformdis_idxInstances(<a class="code" href="clustering__operator__centroids_8hpp.html#acee5944d570f2fb7efdf1d4c801b30fb">gmt19937_eng</a>);</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;          }</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;          );</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;      std::copy_n</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;        (lunorderedset_medoids.begin(),</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;         lunorderedset_medoids.size(),</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;         lchromfixleng_iter-&gt;getString()   </div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;         );</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;      lchromfixleng_iter-&gt;setObjetiveFunc(std::numeric_limits&lt;T_REAL&gt;::max());</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;      lchromfixleng_iter-&gt;setFitness(-std::numeric_limits&lt;T_REAL&gt;::max());</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;    }</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;          </div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;    <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;      std::cout &lt;&lt; geverbosepc_labelstep </div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;                &lt;&lt; <span class="stringliteral">&quot;: OUT(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;                &lt;&lt; std::endl;</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;    }</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;    --geiinparam_verbose;</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;  } <span class="comment">/*END INITIAL STRINGS*/</span></div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;  </div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;  <span class="keywordflow">while</span> ( <span class="keyword">true</span> ) {</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;    <span class="comment">/*0. Evaluate strings. Each string in the popula-</span></div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;<span class="comment">      tion is decoded to obtain its actual meaning. This</span></div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;<span class="comment">      is then passed on to the objective function </span></div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;<span class="comment">      $(f_0 = 1/\phi)$.</span></div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;<span class="comment">    */</span></div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;    { <span class="comment">/*BEGIN EVALUATE STRINGS */</span></div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;      ++geiinparam_verbose;</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;        std::cout &lt;&lt; <span class="stringliteral">&quot;0. EVALUATE STRINGS:  IN&quot;</span></div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;                  &lt;&lt; <span class="charliteral">&#39;(&#39;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;      }</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;      std::for_each</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;        (lvectorchromfixleng_population.begin(),</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;         lvectorchromfixleng_population.end(),</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;         [&amp;](<a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;</a>* lchromfixleng_iter)</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;         {</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;           T_REAL lT_objetiveFunc = </div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;             <a class="code" href="namespaceum.html#ad23c0567fb4c517ab9eaa0134af14bb5">um::SSEMedoid</a></div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;             (lchromfixleng_iter-&gt;getString(),</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;              aiinp_inParamGCA.getNumClusterK(),</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;              aimatrixtriagrt_dissimilarity</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;              );</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;           lchromfixleng_iter-&gt;setObjetiveFunc(lT_objetiveFunc);</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;           lchromfixleng_iter-&gt;setFitness(1.0 / lchromfixleng_iter-&gt;getObjetiveFunc());</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;           lchromfixleng_iter-&gt;setValidString(<span class="keyword">true</span>);</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;<span class="preprocessor">#ifndef __WITHOUT_PLOT_STAT</span></div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;           lvectorT_statfuncObjetiveFunc.push_back(lchromfixleng_iter-&gt;getObjetiveFunc());</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__WITHOUT_PLOT_STAT*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;        </div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;         }</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;         );</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;        std::cout &lt;&lt; <span class="stringliteral">&quot;0. EVALUATE STRINGS: OUT&quot;</span></div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;                  &lt;&lt; <span class="charliteral">&#39;(&#39;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;      }</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;      --geiinparam_verbose;</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;    } <span class="comment">/*END EVALUATE STRINGS */</span></div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;    </div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;    { <span class="comment">/*BEGIN FIND THE BEST CANDIDATE SOLUTION*/</span></div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;      </div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;      geverbosepc_labelstep = <span class="stringliteral">&quot;FIND THE BEST CANDIDATE SOLUTION&quot;</span>;</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;      ++geiinparam_verbose;</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;        std::cout &lt;&lt; geverbosepc_labelstep  </div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;                  &lt;&lt; <span class="stringliteral">&quot;:  IN(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;      }</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;      <a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;</a> *lchromfixleng_maxFitness  = </div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;        *(std::max_element</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;          (lvectorchromfixleng_population.begin(),</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;           lvectorchromfixleng_population.end(),</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;           [&amp;](<span class="keyword">const</span> <a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;</a>* x, </div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;               <span class="keyword">const</span> <a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;</a>* y</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;               ) </div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;        {  <span class="keywordflow">return</span> x-&gt;<a class="code" href="classgaencode_1_1_chromosome_base.html#a6e201d174946aea43c98dcde4a0088f8">getFitness</a>() &lt; y-&gt;getFitness(); } </div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;           )</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;          );</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;      <span class="keywordflow">if</span> ( lochromfixleng_best.<a class="code" href="classgaencode_1_1_chromosome_base.html#a6e201d174946aea43c98dcde4a0088f8">getFitness</a>() &lt;  lchromfixleng_maxFitness-&gt;<a class="code" href="classgaencode_1_1_chromosome_base.html#a6e201d174946aea43c98dcde4a0088f8">getFitness</a>() ) {</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;        <span class="comment">/*CHROMOSOME ONE WAS FOUND IN THIS ITERATION*/</span></div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;        lochromfixleng_best = *lchromfixleng_maxFitness;</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;    </div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;        aoop_outParamGAC.setIterationGetsBest</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;          (llfh_listFuntionHist.getDomainUpperBound());</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;        aoop_outParamGAC.setRunTimeGetsBest</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;          (<a class="code" href="namespaceruntime.html#a088849fc5523fb2e072936513a13eb0e">runtime::elapsedTime</a>(let_executionTime));</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;      }</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;        std::cout &lt;&lt;  geverbosepc_labelstep </div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;                  &lt;&lt; <span class="stringliteral">&quot;: OUT(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;      }</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;      --geiinparam_verbose;</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;    } <span class="comment">/*END FIND THE BEST CANDIDATE SOLUTION*/</span></div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;</div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;   </div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;    <span class="comment">/*MEASUREMENT NEW GENERATION: COMPUTING STATISTICAL AND METRIC OF THE ALGORITHM</span></div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;<span class="comment">     */</span></div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;<span class="preprocessor">#ifndef __WITHOUT_PLOT_STAT  </span></div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;    <span class="keywordflow">if</span> ( aiinp_inParamGCA.getWithPlotStatObjetiveFunc() ) {  </div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;      lofh_SSE-&gt;<a class="code" href="classruntime_1_1_runtime_function_value.html#ac2b3712c5f0ce97aa2c58016cc9ad986">setValue</a>(lochromfixleng_best.<a class="code" href="classgaencode_1_1_chromosome_base.html#afc3f7dbd72d88157ba37eb8bea29478e">getObjetiveFunc</a>());</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;      <a class="code" href="namespaceruntime.html#a4b3214090bd4f8a54968b48ce58352ed">functionhiststat_evaluateAll</a></div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;        (lofhs_statObjectiveFunc,</div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;         lvectorT_statfuncObjetiveFunc</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;         );</div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;      lfileout_plotStatObjetiveFunc &lt;&lt; llfh_listFuntionHist;</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;      lvectorT_statfuncObjetiveFunc.clear();</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;    }</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__WITHOUT_PLOT_STAT */</span><span class="preprocessor"></span></div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;</div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;    <span class="comment">/*ID PROC</span></div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;<span class="comment">     */</span></div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;    ++geverboseui_idproc;</div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160; </div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;    ++geiinparam_verbose;</div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;    <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;      std::cout</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;        &lt;&lt; <span class="stringliteral">&quot;END ITERATION: &quot;</span> &lt;&lt; llfh_listFuntionHist.getDomainUpperBound()</div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;        &lt;&lt; <span class="stringliteral">&quot;\tobjetivoFunc = &quot;</span> &lt;&lt; lochromfixleng_best.<a class="code" href="classgaencode_1_1_chromosome_base.html#afc3f7dbd72d88157ba37eb8bea29478e">getObjetiveFunc</a>() </div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;        &lt;&lt; std::endl;</div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;    }</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;    --geiinparam_verbose;</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;    <span class="comment">/*GCA the termination criterion is based on a predetermined </span></div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;<span class="comment">      maximum genetation</span></div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;<span class="comment">    */</span></div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;    <span class="keywordflow">if</span> ( llfh_listFuntionHist.getDomainUpperBound() &gt;=</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;         aiinp_inParamGCA.getNumMaxGenerations()) </div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;      <span class="keywordflow">break</span>;</div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;   </div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;    llfh_listFuntionHist.increaseDomainUpperBound();</div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160; </div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;    <span class="comment">/*1. Scale fitnesses.</span></div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;<span class="comment">     */</span></div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;    <span class="comment">/*2. Selectively reproduce strings.</span></div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;<span class="comment">     */</span></div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;    { <span class="comment">/*2. BEGIN SELECTIVELY REPRODUCE STRINGS*/</span></div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;      geverbosepc_labelstep = <span class="stringliteral">&quot;2. SELECTIVELY REPRODUCE STRINGS&quot;</span>;</div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;      ++geiinparam_verbose;</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;        std::cout &lt;&lt; geverbosepc_labelstep  </div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;                  &lt;&lt; <span class="stringliteral">&quot;:  IN(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;      }</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;      </div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;      <span class="keyword">const</span> std::vector&lt;T_REAL&gt;&amp;&amp; lvectorT_probDistRouletteWheel =</div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;        <a class="code" href="namespaceprob.html#aa737d76e6416a765f004cd211eff712d">prob::makeDistRouletteWheel</a></div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;        (lvectorchromfixleng_population.begin(),lvectorchromfixleng_population.end(),</div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;         [](<span class="keyword">const</span> <a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;</a>* lchromfixleng_iter) -&gt; T_REAL</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;         {</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;           <span class="keywordflow">return</span> lchromfixleng_iter-&gt;getFitness();</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;         }</div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;         );</div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;      </div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;      </div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;      <span class="comment">/*COPY POPULATION TO STRING POOL FOR ROULETTE WHEEL--------------------------</span></div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;<span class="comment">       */</span></div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;      <span class="keywordflow">for</span> ( <span class="keyword">auto</span> lchromfixleng_iter: lvectorchromfixleng_stringPool) {</div><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;        <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> luiidx_chrom = </div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;          <a class="code" href="namespacegaselect.html#ae9cfd02b23815a3c1291b4adb0b7658a">gaselect::getIdxRouletteWheel</a></div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;          (lvectorT_probDistRouletteWheel,</div><div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;           <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a>(0)</div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;           );</div><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;        </div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;        *lchromfixleng_iter = *lvectorchromfixleng_population.at(luiidx_chrom);</div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;      }</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;      </div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;        std::cout &lt;&lt;  geverbosepc_labelstep </div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;                  &lt;&lt; <span class="stringliteral">&quot;: OUT(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;      }</div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;      --geiinparam_verbose;</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;</div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;    } <span class="comment">/*END 2. SELECTIVELY REPRODUCE STRINGS*/</span></div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;    </div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;    <span class="comment">/*3. Pair strings.</span></div><div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;<span class="comment">     */</span></div><div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;</div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;    {<span class="comment">/*BEGIN A. RECOMBINE STRINGS*/</span></div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;</div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;      <span class="comment">/*a. Recombine strings.</span></div><div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;<span class="comment">       */</span></div><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;</div><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;      geverbosepc_labelstep = <span class="stringliteral">&quot;A. RECOMBINE STRINGS&quot;</span>;</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;      ++geiinparam_verbose;</div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;        std::cout &lt;&lt; geverbosepc_labelstep  </div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;                  &lt;&lt; <span class="stringliteral">&quot;:  IN(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;      }</div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;      std::uniform_int_distribution&lt;uintidx&gt; uniformdis_uintidx0PoolSize</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;        (0,lvectorchromfixleng_stringPool.size()-1);</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;      </div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;      <span class="keywordflow">for</span> (<span class="keyword">auto</span> lchromfixleng_iter = lvectorchromfixleng_population.begin(); </div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;           lchromfixleng_iter != lvectorchromfixleng_population.end();</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;           ++lchromfixleng_iter)</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;        {</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;          <span class="comment">//GET TWO RANDOM</span></div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;          std::pair&lt;uintidx,uintidx&gt;</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;            lpair_idxChrom =</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;            <a class="code" href="namespaceprob.html#a65b0579bfb13bf332dfbaadb9e5fe2d2">prob::getRandPairUnlike</a></div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;            ([&amp;]() -&gt; <a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a></div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;             {</div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;               <span class="keywordflow">return</span> uniformdis_uintidx0PoolSize(<a class="code" href="clustering__operator__centroids_8hpp.html#acee5944d570f2fb7efdf1d4c801b30fb">gmt19937_eng</a>);</div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;             }</div><div class="line"><a name="l00495"></a><span class="lineno">  495</span>&#160;             );</div><div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;          </div><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;          <a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;</a>* lchromfixleng_child1 = *lchromfixleng_iter;</div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;          </div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;          <span class="keywordflow">if</span> ( ++lchromfixleng_iter == lvectorchromfixleng_population.end()) {</div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;            *lchromfixleng_child1 = *lvectorchromfixleng_stringPool.at(lpair_idxChrom.first); </div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;            <span class="keywordflow">break</span>;</div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;          }</div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;</div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;          <a class="code" href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength&lt;T_INSTANCEIDX,T_REAL&gt;</a>* lchromfixleng_child2 = *lchromfixleng_iter;</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;          </div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;          <span class="keywordflow">if</span> ( uniformdis_real01(<a class="code" href="clustering__operator__centroids_8hpp.html#acee5944d570f2fb7efdf1d4c801b30fb">gmt19937_eng</a>) <span class="comment">//if  Crossover</span></div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;               &lt; aiinp_inParamGCA.getProbCrossover() ) {</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;            <a class="code" href="namespacegaintegerop.html#ae6950a3f47f1de21d824a3d9ad0121e8">gaintegerop::recombinationD_MX</a></div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;              (*lchromfixleng_child1,</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;               *lchromfixleng_child2,</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;               *lvectorchromfixleng_stringPool.at(lpair_idxChrom.first),</div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;               *lvectorchromfixleng_stringPool.at(lpair_idxChrom.second),</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;               aiinp_inParamGCA.getNumInstances(), </div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;               aiinp_inParamGCA.getProbMixMutation()</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;               );</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;                   </div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;          } <span class="comment">//END if  Crossover</span></div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;          <span class="keywordflow">else</span> {</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;            *lchromfixleng_child1 = *lvectorchromfixleng_stringPool.at(lpair_idxChrom.first);</div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;            *lchromfixleng_child2 = *lvectorchromfixleng_stringPool.at(lpair_idxChrom.second);  </div><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;          }</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;          </div><div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;        } <span class="comment">/*for*/</span></div><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;</div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;        std::cout &lt;&lt;  geverbosepc_labelstep </div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;                  &lt;&lt; <span class="stringliteral">&quot;: OUT(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;      }</div><div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;      --geiinparam_verbose;</div><div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;</div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;    }<span class="comment">/*END A. RECOMBINE STRINGS*/</span></div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;    <span class="comment">/*b. Mutate strings.</span></div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;<span class="comment">     */</span></div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;    { <span class="comment">/*B. MUTATE STRINGS*/</span></div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;</div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;      geverbosepc_labelstep = <span class="stringliteral">&quot;B. MUTATE STRINGS&quot;</span>;</div><div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;      ++geiinparam_verbose;</div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;        std::cout &lt;&lt; geverbosepc_labelstep  </div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;                  &lt;&lt; <span class="stringliteral">&quot;:  IN(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;      }</div><div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;</div><div class="line"><a name="l00552"></a><span class="lineno">  552</span>&#160;      <span class="comment">/*Mutation. </span></div><div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;<span class="comment">        D_PM</span></div><div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;<span class="comment">        C ----&gt; C&#39;</span></div><div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;<span class="comment">      */</span></div><div class="line"><a name="l00556"></a><span class="lineno">  556</span>&#160;      <span class="keywordflow">for</span> (<span class="keyword">auto</span> lchromfixleng_iter :lvectorchromfixleng_population) {</div><div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;</div><div class="line"><a name="l00558"></a><span class="lineno">  558</span>&#160;        <span class="keywordflow">if</span> ( uniformdis_real01(<a class="code" href="clustering__operator__centroids_8hpp.html#acee5944d570f2fb7efdf1d4c801b30fb">gmt19937_eng</a>) </div><div class="line"><a name="l00559"></a><span class="lineno">  559</span>&#160;             &lt; aiinp_inParamGCA.getProbMutation() ) </div><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;          {</div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;            <a class="code" href="namespacegaintegerop.html#a3db9a70a304cf4081c0d3dd31b7aca61">gaintegerop::mutationD_PM</a></div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;              (*lchromfixleng_iter,</div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;               aiinp_inParamGCA.getNumInstances()</div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;               );</div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;          }</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;      }</div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;        std::cout &lt;&lt;  geverbosepc_labelstep </div><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;                  &lt;&lt; <span class="stringliteral">&quot;: OUT(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;      }</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;      --geiinparam_verbose;</div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;</div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;    } <span class="comment">/*END MUTATION */</span></div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;</div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;    <span class="comment">/*4. Selectively replace strings.</span></div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;<span class="comment">     */</span></div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;</div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;    { <span class="comment">/*BEGIN 4. SELECTIVELY REPLACE STRINGS*/</span></div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;</div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;      geverbosepc_labelstep = <span class="stringliteral">&quot;4. SELECTIVELY REPLACE STRINGS&quot;</span>;</div><div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;      ++geiinparam_verbose;</div><div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;        std::cout &lt;&lt; geverbosepc_labelstep  </div><div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;                  &lt;&lt; <span class="stringliteral">&quot;:  IN(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;      }</div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;</div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;      <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;        std::cout &lt;&lt;  geverbosepc_labelstep </div><div class="line"><a name="l00597"></a><span class="lineno">  597</span>&#160;                  &lt;&lt; <span class="stringliteral">&quot;: OUT(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;                  &lt;&lt; std::endl;</div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;      }</div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;      --geiinparam_verbose;</div><div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;</div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;    } <span class="comment">/*END 4. SELECTIVELY REPLACE STRINGS*/</span></div><div class="line"><a name="l00604"></a><span class="lineno">  604</span>&#160;</div><div class="line"><a name="l00605"></a><span class="lineno">  605</span>&#160;</div><div class="line"><a name="l00606"></a><span class="lineno">  606</span>&#160;  } <span class="comment">/*END EVOLUTION While*/</span> </div><div class="line"><a name="l00607"></a><span class="lineno">  607</span>&#160;</div><div class="line"><a name="l00608"></a><span class="lineno">  608</span>&#160;  </div><div class="line"><a name="l00609"></a><span class="lineno">  609</span>&#160;  {<span class="comment">/*BEGIN FREE MEMORY OF POPULATION*/</span> </div><div class="line"><a name="l00610"></a><span class="lineno">  610</span>&#160;    </div><div class="line"><a name="l00611"></a><span class="lineno">  611</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00612"></a><span class="lineno">  612</span>&#160;    geverbosepc_labelstep = <span class="stringliteral">&quot;DELETEPOPULATION&quot;</span>;</div><div class="line"><a name="l00613"></a><span class="lineno">  613</span>&#160;    ++geiinparam_verbose;</div><div class="line"><a name="l00614"></a><span class="lineno">  614</span>&#160;    <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00615"></a><span class="lineno">  615</span>&#160;      std::cout &lt;&lt;  geverbosepc_labelstep</div><div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;                &lt;&lt; <span class="stringliteral">&quot;:  IN(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00617"></a><span class="lineno">  617</span>&#160;                &lt;&lt; std::endl;</div><div class="line"><a name="l00618"></a><span class="lineno">  618</span>&#160;    }</div><div class="line"><a name="l00619"></a><span class="lineno">  619</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00620"></a><span class="lineno">  620</span>&#160;    </div><div class="line"><a name="l00621"></a><span class="lineno">  621</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> lui_i = 0; lui_i &lt; lvectorchromfixleng_population.size(); ++lui_i) {</div><div class="line"><a name="l00622"></a><span class="lineno">  622</span>&#160;      <span class="keyword">delete</span> lvectorchromfixleng_population[lui_i];</div><div class="line"><a name="l00623"></a><span class="lineno">  623</span>&#160;    }</div><div class="line"><a name="l00624"></a><span class="lineno">  624</span>&#160;</div><div class="line"><a name="l00625"></a><span class="lineno">  625</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00626"></a><span class="lineno">  626</span>&#160;    <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00627"></a><span class="lineno">  627</span>&#160;      std::cout &lt;&lt; geverbosepc_labelstep</div><div class="line"><a name="l00628"></a><span class="lineno">  628</span>&#160;                &lt;&lt; <span class="stringliteral">&quot;: OUT(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00629"></a><span class="lineno">  629</span>&#160;                &lt;&lt; std::endl;</div><div class="line"><a name="l00630"></a><span class="lineno">  630</span>&#160;    }</div><div class="line"><a name="l00631"></a><span class="lineno">  631</span>&#160;    --geiinparam_verbose;</div><div class="line"><a name="l00632"></a><span class="lineno">  632</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00633"></a><span class="lineno">  633</span>&#160;</div><div class="line"><a name="l00634"></a><span class="lineno">  634</span>&#160;  }<span class="comment">/*END FREE MEMORY OF POPULATION*/</span></div><div class="line"><a name="l00635"></a><span class="lineno">  635</span>&#160;</div><div class="line"><a name="l00636"></a><span class="lineno">  636</span>&#160;  </div><div class="line"><a name="l00637"></a><span class="lineno">  637</span>&#160;  {<span class="comment">/*BEGIN FREE MEMORY OF STRINGPOOL*/</span> </div><div class="line"><a name="l00638"></a><span class="lineno">  638</span>&#160;    </div><div class="line"><a name="l00639"></a><span class="lineno">  639</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00640"></a><span class="lineno">  640</span>&#160;    geverbosepc_labelstep = <span class="stringliteral">&quot;DELETESTRINGPOOL&quot;</span>;</div><div class="line"><a name="l00641"></a><span class="lineno">  641</span>&#160;    ++geiinparam_verbose;</div><div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;    <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00643"></a><span class="lineno">  643</span>&#160;      std::cout &lt;&lt;  geverbosepc_labelstep</div><div class="line"><a name="l00644"></a><span class="lineno">  644</span>&#160;                &lt;&lt; <span class="stringliteral">&quot;:  IN(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00645"></a><span class="lineno">  645</span>&#160;                &lt;&lt; std::endl;</div><div class="line"><a name="l00646"></a><span class="lineno">  646</span>&#160;    }</div><div class="line"><a name="l00647"></a><span class="lineno">  647</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00648"></a><span class="lineno">  648</span>&#160;    </div><div class="line"><a name="l00649"></a><span class="lineno">  649</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a> lui_i = 0; lui_i &lt; lvectorchromfixleng_stringPool.size(); ++lui_i) {</div><div class="line"><a name="l00650"></a><span class="lineno">  650</span>&#160;      <span class="keyword">delete</span> lvectorchromfixleng_stringPool[lui_i];</div><div class="line"><a name="l00651"></a><span class="lineno">  651</span>&#160;    }</div><div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;  </div><div class="line"><a name="l00653"></a><span class="lineno">  653</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00654"></a><span class="lineno">  654</span>&#160;    <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00655"></a><span class="lineno">  655</span>&#160;      std::cout &lt;&lt; geverbosepc_labelstep</div><div class="line"><a name="l00656"></a><span class="lineno">  656</span>&#160;                &lt;&lt; <span class="stringliteral">&quot;: OUT(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="charliteral">&#39;)&#39;</span></div><div class="line"><a name="l00657"></a><span class="lineno">  657</span>&#160;                &lt;&lt; std::endl;</div><div class="line"><a name="l00658"></a><span class="lineno">  658</span>&#160;    }</div><div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;    --geiinparam_verbose;</div><div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;</div><div class="line"><a name="l00662"></a><span class="lineno">  662</span>&#160;  }<span class="comment">/*END FREE MEMORY OF STRINGPOOL*/</span></div><div class="line"><a name="l00663"></a><span class="lineno">  663</span>&#160;    </div><div class="line"><a name="l00664"></a><span class="lineno">  664</span>&#160;  </div><div class="line"><a name="l00665"></a><span class="lineno">  665</span>&#160;  <a class="code" href="namespaceruntime.html#a68ccfe53d4771dd4a8b3e8dd0b30c847">runtime::stop</a>(let_executionTime);</div><div class="line"><a name="l00666"></a><span class="lineno">  666</span>&#160;</div><div class="line"><a name="l00667"></a><span class="lineno">  667</span>&#160;  {</div><div class="line"><a name="l00668"></a><span class="lineno">  668</span>&#160;    std::ostringstream oss;</div><div class="line"><a name="l00669"></a><span class="lineno">  669</span>&#160;    <a class="code" href="namespaceinterfacesse.html#a925f44ed84d40e9af5050fa0e1373396">std::copy</a></div><div class="line"><a name="l00670"></a><span class="lineno">  670</span>&#160;      (lochromfixleng_best.<a class="code" href="classgaencode_1_1_chrom_fixed_length.html#af29275f1369d5ba7ca30da4831a528db">begin</a>(),</div><div class="line"><a name="l00671"></a><span class="lineno">  671</span>&#160;       lochromfixleng_best.<a class="code" href="classgaencode_1_1_chrom_fixed_length.html#a014e2a6eac1f0dc7655e37b2a8355a4e">end</a>()-1,</div><div class="line"><a name="l00672"></a><span class="lineno">  672</span>&#160;       std::ostream_iterator&lt;T_INSTANCEIDX&gt;(oss, <span class="stringliteral">&quot;;&quot;</span>)</div><div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;       );</div><div class="line"><a name="l00674"></a><span class="lineno">  674</span>&#160;    oss &lt;&lt; *(lochromfixleng_best.<a class="code" href="classgaencode_1_1_chrom_fixed_length.html#a014e2a6eac1f0dc7655e37b2a8355a4e">end</a>()-1);</div><div class="line"><a name="l00675"></a><span class="lineno">  675</span>&#160;    aoop_outParamGAC.setStringMedoid(oss.str());</div><div class="line"><a name="l00676"></a><span class="lineno">  676</span>&#160;  }</div><div class="line"><a name="l00677"></a><span class="lineno">  677</span>&#160;</div><div class="line"><a name="l00678"></a><span class="lineno">  678</span>&#160;  aoop_outParamGAC.setNumClusterK</div><div class="line"><a name="l00679"></a><span class="lineno">  679</span>&#160;    (aiinp_inParamGCA.getNumClusterK());</div><div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;  aoop_outParamGAC.setMetricFuncRun</div><div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;    (lochromfixleng_best.<a class="code" href="classgaencode_1_1_chromosome_base.html#afc3f7dbd72d88157ba37eb8bea29478e">getObjetiveFunc</a>());</div><div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;  aoop_outParamGAC.setAlgorithmRunTime</div><div class="line"><a name="l00683"></a><span class="lineno">  683</span>&#160;    (<a class="code" href="namespaceruntime.html#a01b41d36b7cbf6cd676242aa26fad9bd">runtime::getTime</a>(let_executionTime));</div><div class="line"><a name="l00684"></a><span class="lineno">  684</span>&#160;  aoop_outParamGAC.setFitness</div><div class="line"><a name="l00685"></a><span class="lineno">  685</span>&#160;    (lochromfixleng_best.<a class="code" href="classgaencode_1_1_chromosome_base.html#a6e201d174946aea43c98dcde4a0088f8">getFitness</a>());</div><div class="line"><a name="l00686"></a><span class="lineno">  686</span>&#160;  aoop_outParamGAC.setNumTotalGenerations</div><div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;    (llfh_listFuntionHist.getDomainUpperBound());</div><div class="line"><a name="l00688"></a><span class="lineno">  688</span>&#160;</div><div class="line"><a name="l00689"></a><span class="lineno">  689</span>&#160;</div><div class="line"><a name="l00690"></a><span class="lineno">  690</span>&#160;<span class="preprocessor">#ifndef __WITHOUT_PLOT_STAT</span></div><div class="line"><a name="l00691"></a><span class="lineno">  691</span>&#160;</div><div class="line"><a name="l00692"></a><span class="lineno">  692</span>&#160;  <span class="keywordflow">if</span> ( aiinp_inParamGCA.getWithPlotStatObjetiveFunc() ) {  </div><div class="line"><a name="l00693"></a><span class="lineno">  693</span>&#160;    <a class="code" href="namespaceruntime.html#a76d368836cce67aa62f4e939a9065b65">plot_funtionHist</a></div><div class="line"><a name="l00694"></a><span class="lineno">  694</span>&#160;      (llfh_listFuntionHist,</div><div class="line"><a name="l00695"></a><span class="lineno">  695</span>&#160;       aiinp_inParamGCA,</div><div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;       aoop_outParamGAC</div><div class="line"><a name="l00697"></a><span class="lineno">  697</span>&#160;       );  </div><div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;  }</div><div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;</div><div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__WITHOUT_PLOT_STAT*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00701"></a><span class="lineno">  701</span>&#160;  </div><div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160;</div><div class="line"><a name="l00703"></a><span class="lineno">  703</span>&#160;<span class="preprocessor">#ifdef __VERBOSE_YES</span></div><div class="line"><a name="l00704"></a><span class="lineno">  704</span>&#160;  <span class="keywordflow">if</span> ( geiinparam_verbose &lt;= geiinparam_verboseMax ) {</div><div class="line"><a name="l00705"></a><span class="lineno">  705</span>&#160;    geverbosepc_labelstep = lpc_labelAlgGA;</div><div class="line"><a name="l00706"></a><span class="lineno">  706</span>&#160;    std::cout &lt;&lt; lpc_labelAlgGA </div><div class="line"><a name="l00707"></a><span class="lineno">  707</span>&#160;              &lt;&lt; <span class="stringliteral">&quot;: OUT(&quot;</span> &lt;&lt; geiinparam_verbose &lt;&lt; <span class="stringliteral">&quot;)\n&quot;</span>;</div><div class="line"><a name="l00708"></a><span class="lineno">  708</span>&#160;    lochromfixleng_best.<a class="code" href="classgaencode_1_1_chrom_fixed_length.html#a2d0b4e4d46c2f224ce34cf795407b407">print</a>();</div><div class="line"><a name="l00709"></a><span class="lineno">  709</span>&#160;    std::cout &lt;&lt; std::endl;</div><div class="line"><a name="l00710"></a><span class="lineno">  710</span>&#160;  }</div><div class="line"><a name="l00711"></a><span class="lineno">  711</span>&#160;  --geiinparam_verbose;</div><div class="line"><a name="l00712"></a><span class="lineno">  712</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__VERBOSE_YES*/</span><span class="preprocessor"></span></div><div class="line"><a name="l00713"></a><span class="lineno">  713</span>&#160;</div><div class="line"><a name="l00714"></a><span class="lineno">  714</span>&#160;  </div><div class="line"><a name="l00715"></a><span class="lineno">  715</span>&#160;  <span class="keywordflow">return</span> lochromfixleng_best;</div><div class="line"><a name="l00716"></a><span class="lineno">  716</span>&#160;</div><div class="line"><a name="l00717"></a><span class="lineno">  717</span>&#160;  </div><div class="line"><a name="l00718"></a><span class="lineno">  718</span>&#160;} <span class="comment">/*END  gca_fkmedoid  */</span></div><div class="line"><a name="l00719"></a><span class="lineno">  719</span>&#160;</div><div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;} <span class="comment">/*END eac */</span></div><div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;</div><div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;<span class="preprocessor">#endif </span><span class="comment">/*__GCA_FKMEDOID_LUCASIUS_ETAL1993_HPP__*/</span><span class="preprocessor"></span></div><div class="ttc" id="namespacegaintegerop_html_ae6950a3f47f1de21d824a3d9ad0121e8"><div class="ttname"><a href="namespacegaintegerop.html#ae6950a3f47f1de21d824a3d9ad0121e8">gaintegerop::recombinationD_MX</a></div><div class="ttdeci">void recombinationD_MX(gaencode::ChromosomeString&lt; uintidx, T_REAL &gt; &amp;aochrom_child1, gaencode::ChromosomeString&lt; uintidx, T_REAL &gt; &amp;aochrom_child2, const gaencode::ChromosomeString&lt; uintidx, T_REAL &gt; &amp;aichrom_parent1, const gaencode::ChromosomeString&lt; uintidx, T_REAL &gt; &amp;aichrom_parent2, const uintidx aiui_maximumValueToMutate, const T_REAL airt_mixMutationProb)</div><div class="ttdoc">recombination D_MX</div><div class="ttdef"><b>Definition:</b> <a href="ga__integer__operator_8hpp_source.html#l00190">ga_integer_operator.hpp:190</a></div></div>
<div class="ttc" id="outparam__gamedoid_8hpp_html"><div class="ttname"><a href="outparam__gamedoid_8hpp.html">outparam_gamedoid.hpp</a></div><div class="ttdoc">out parameters GA-Medoid</div></div>
<div class="ttc" id="classgaencode_1_1_chromosome_base_html_afc3f7dbd72d88157ba37eb8bea29478e"><div class="ttname"><a href="classgaencode_1_1_chromosome_base.html#afc3f7dbd72d88157ba37eb8bea29478e">gaencode::ChromosomeBase::getObjetiveFunc</a></div><div class="ttdeci">const T_METRIC getObjetiveFunc() const</div><div class="ttdef"><b>Definition:</b> <a href="chromosome__base_8hpp_source.html#l00113">chromosome_base.hpp:113</a></div></div>
<div class="ttc" id="namespaceeac_html"><div class="ttname"><a href="namespaceeac.html">eac</a></div><div class="ttdoc">Evolutionary Algorithms for Clustering.</div></div>
<div class="ttc" id="inparam__gca_8hpp_html"><div class="ttname"><a href="inparam__gca_8hpp.html">inparam_gca.hpp</a></div><div class="ttdoc">Definition of GCA program parameters.</div></div>
<div class="ttc" id="clustering__operator__centroids_8hpp_html_acee5944d570f2fb7efdf1d4c801b30fb"><div class="ttname"><a href="clustering__operator__centroids_8hpp.html#acee5944d570f2fb7efdf1d4c801b30fb">gmt19937_eng</a></div><div class="ttdeci">StdMT19937 gmt19937_eng</div><div class="ttdef"><b>Definition:</b> <a href="random__ext_8hpp_source.html#l00063">random_ext.hpp:63</a></div></div>
<div class="ttc" id="namespaceruntime_html_a4b3214090bd4f8a54968b48ce58352ed"><div class="ttname"><a href="namespaceruntime.html#a4b3214090bd4f8a54968b48ce58352ed">runtime::functionhiststat_evaluateAll</a></div><div class="ttdeci">void functionhiststat_evaluateAll(RuntimeFunctionStat&lt; T_VALUE &gt; *aofhs_statObjectiveFunc[], std::vector&lt; T_VALUE &gt; &amp;aivectorT_data)</div><div class="ttdoc">Calculate statistical for metrics in run time.</div><div class="ttdef"><b>Definition:</b> <a href="runtime__statistic_8hpp_source.html#l00127">runtime_statistic.hpp:127</a></div></div>
<div class="ttc" id="namespacegaselect_html_ae9cfd02b23815a3c1291b4adb0b7658a"><div class="ttname"><a href="namespacegaselect.html#ae9cfd02b23815a3c1291b4adb0b7658a">gaselect::getIdxRouletteWheel</a></div><div class="ttdeci">T_INTIDX getIdxRouletteWheel(const std::vector&lt; T_PROBABILITY &gt; &amp;aivectorrt_probDist, const T_INTIDX aiuintidx_begin)</div><div class="ttdoc">Selection a random index in [IdxBegin,n].</div><div class="ttdef"><b>Definition:</b> <a href="ga__selection_8hpp_source.html#l00063">ga_selection.hpp:63</a></div></div>
<div class="ttc" id="common_8hpp_html_a3f6c33fb604556cdc425e7aa2289d009"><div class="ttname"><a href="common_8hpp.html#a3f6c33fb604556cdc425e7aa2289d009">uintidx</a></div><div class="ttdeci">uint32_t uintidx</div><div class="ttdef"><b>Definition:</b> <a href="common_8hpp_source.html#l00020">common.hpp:20</a></div></div>
<div class="ttc" id="classruntime_1_1_list_runtime_function_html"><div class="ttname"><a href="classruntime_1_1_list_runtime_function.html">runtime::ListRuntimeFunction</a></div><div class="ttdoc">ListRuntimeFunction store metrics in run time and count genetations.</div><div class="ttdef"><b>Definition:</b> <a href="list__runtime__function_8hpp_source.html#l00038">list_runtime_function.hpp:38</a></div></div>
<div class="ttc" id="namespaceeac_html_a7b3d16f26f9127f6f7d0161ab454fd23"><div class="ttname"><a href="namespaceeac.html#a7b3d16f26f9127f6f7d0161ab454fd23">eac::gca_fkmedoid</a></div><div class="ttdeci">gaencode::ChromFixedLength&lt; T_INSTANCEIDX, T_REAL &gt; gca_fkmedoid(inout::OutParamGAMedoid&lt; T_REAL, T_CLUSTERIDX &gt; &amp;aoop_outParamGAC, inout::InParamGCA&lt; T_CLUSTERIDX, T_INSTANCEIDX, T_REAL, T_FEATURE, T_FEATURE_SUM, T_INSTANCES_CLUSTER_K &gt; &amp;aiinp_inParamGCA, const mat::MatrixTriang&lt; T_REAL &gt; &amp;aimatrixtriagrt_dissimilarity)</div><div class="ttdef"><b>Definition:</b> <a href="gca__fkmedoid_8hpp_source.html#l00066">gca_fkmedoid.hpp:66</a></div></div>
<div class="ttc" id="namespaceinterfacesse_html_a925f44ed84d40e9af5050fa0e1373396"><div class="ttname"><a href="namespaceinterfacesse.html#a925f44ed84d40e9af5050fa0e1373396">interfacesse::copy</a></div><div class="ttdeci">void copy(T *aoarrayt_y, const T *aiarrayt_x, const uintidx aiui_lengthArray)</div><div class="ttdoc">copy array aoarrayt_x in aoarrayt_y of type T</div><div class="ttdef"><b>Definition:</b> <a href="interface__level1_8hpp_source.html#l00069">interface_level1.hpp:69</a></div></div>
<div class="ttc" id="namespaceum_html_ad23c0567fb4c517ab9eaa0134af14bb5"><div class="ttname"><a href="namespaceum.html#ad23c0567fb4c517ab9eaa0134af14bb5">um::SSEMedoid</a></div><div class="ttdeci">T_METRIC SSEMedoid(const uintidx *aiarrayidxinst_medoids, const T_CLUSTERIDX aicidx_numClustersK, const mat::MatrixTriang&lt; T_METRIC &gt; &amp;aimatrixtriagt_dissimilarity)</div><div class="ttdoc">SSEMedoid .</div><div class="ttdef"><b>Definition:</b> <a href="unsupervised__measures_8hpp_source.html#l04131">unsupervised_measures.hpp:4131</a></div></div>
<div class="ttc" id="classgaencode_1_1_chrom_fixed_length_html_af29275f1369d5ba7ca30da4831a528db"><div class="ttname"><a href="classgaencode_1_1_chrom_fixed_length.html#af29275f1369d5ba7ca30da4831a528db">gaencode::ChromFixedLength::begin</a></div><div class="ttdeci">T_GENE * begin()</div><div class="ttdef"><b>Definition:</b> <a href="chromosome__fixedlength_8hpp_source.html#l00211">chromosome_fixedlength.hpp:211</a></div></div>
<div class="ttc" id="namespaceinout_html_a58988b65e7b78cbd7c509518c7baff7e"><div class="ttname"><a href="namespaceinout.html#a58988b65e7b78cbd7c509518c7baff7e">inout::li_i</a></div><div class="ttdeci">uintidx li_i</div><div class="ttdef"><b>Definition:</b> <a href="inparamclustering__getparameter_8hpp_source.html#l00503">inparamclustering_getparameter.hpp:503</a></div></div>
<div class="ttc" id="runtime__function_8hpp_html_a11402450dc3137a8e9b7ea1ee32403a1"><div class="ttname"><a href="runtime__function_8hpp.html#a11402450dc3137a8e9b7ea1ee32403a1">RUNTIMEFUNCTION_NOT_STORAGE</a></div><div class="ttdeci">#define RUNTIMEFUNCTION_NOT_STORAGE</div><div class="ttdef"><b>Definition:</b> <a href="runtime__function_8hpp_source.html#l00029">runtime_function.hpp:29</a></div></div>
<div class="ttc" id="classinout_1_1_out_param_g_a_medoid_html"><div class="ttname"><a href="classinout_1_1_out_param_g_a_medoid.html">inout::OutParamGAMedoid</a></div><div class="ttdef"><b>Definition:</b> <a href="outparam__gamedoid_8hpp_source.html#l00035">outparam_gamedoid.hpp:35</a></div></div>
<div class="ttc" id="plot__runtime__function_8hpp_html"><div class="ttname"><a href="plot__runtime__function_8hpp.html">plot_runtime_function.hpp</a></div><div class="ttdoc">plot runtime function</div></div>
<div class="ttc" id="classruntime_1_1_list_runtime_function_html_a2dd9ac78935607a1c992c1e396897486"><div class="ttname"><a href="classruntime_1_1_list_runtime_function.html#a2dd9ac78935607a1c992c1e396897486">runtime::ListRuntimeFunction::getHeaderFuntions</a></div><div class="ttdeci">std::string getHeaderFuntions()</div><div class="ttdef"><b>Definition:</b> <a href="list__runtime__function_8hpp_source.html#l00128">list_runtime_function.hpp:128</a></div></div>
<div class="ttc" id="namespaceruntime_html_a8dd0360926fc272cb3a627baf1132157"><div class="ttname"><a href="namespaceruntime.html#a8dd0360926fc272cb3a627baf1132157">runtime::ExecutionTime</a></div><div class="ttdeci">double ExecutionTime</div><div class="ttdef"><b>Definition:</b> <a href="execution__time_8hpp_source.html#l00030">execution_time.hpp:30</a></div></div>
<div class="ttc" id="classgaencode_1_1_chromosome_base_html_a6e201d174946aea43c98dcde4a0088f8"><div class="ttname"><a href="classgaencode_1_1_chromosome_base.html#a6e201d174946aea43c98dcde4a0088f8">gaencode::ChromosomeBase::getFitness</a></div><div class="ttdeci">const T_METRIC getFitness() const</div><div class="ttdef"><b>Definition:</b> <a href="chromosome__base_8hpp_source.html#l00119">chromosome_base.hpp:119</a></div></div>
<div class="ttc" id="common_8hpp_html_ab23a980e24a9b9cf5356bf87aaf02a4a"><div class="ttname"><a href="common_8hpp.html#ab23a980e24a9b9cf5356bf87aaf02a4a">COMMON_COUT_PRECISION</a></div><div class="ttdeci">#define COMMON_COUT_PRECISION</div><div class="ttdef"><b>Definition:</b> <a href="common_8hpp_source.html#l00031">common.hpp:31</a></div></div>
<div class="ttc" id="classinout_1_1_in_param_g_c_a_html"><div class="ttname"><a href="classinout_1_1_in_param_g_c_a.html">inout::InParamGCA</a></div><div class="ttdoc">Input parameter for GCA algorithm k-medoid clustering .</div><div class="ttdef"><b>Definition:</b> <a href="inparam__gca_8hpp_source.html#l00040">inparam_gca.hpp:40</a></div></div>
<div class="ttc" id="namespaceprob_html_a15090755bafc59aa295f2d02be64af8c"><div class="ttname"><a href="namespaceprob.html#a15090755bafc59aa295f2d02be64af8c">prob::getWithoutRepeatsSet</a></div><div class="ttdeci">auto getWithoutRepeatsSet(const uintidx aiuintidx_numbersToGenerate, FUNCTION function_generate) -&gt; std::unordered_set&lt; decltype(function_generate())&gt;</div><div class="ttdoc">Get a set of random number diferent.</div><div class="ttdef"><b>Definition:</b> <a href="probability__selection_8hpp_source.html#l00215">probability_selection.hpp:215</a></div></div>
<div class="ttc" id="runtime__statistic_8hpp_html_a821c6beac41497051d4d05d51f4ae4d7"><div class="ttname"><a href="runtime__statistic_8hpp.html#a821c6beac41497051d4d05d51f4ae4d7">STATISTICAL_ALL_MEASURES</a></div><div class="ttdeci">#define STATISTICAL_ALL_MEASURES</div><div class="ttdef"><b>Definition:</b> <a href="runtime__statistic_8hpp_source.html#l00031">runtime_statistic.hpp:31</a></div></div>
<div class="ttc" id="classgaencode_1_1_chrom_fixed_length_html"><div class="ttname"><a href="classgaencode_1_1_chrom_fixed_length.html">gaencode::ChromFixedLength</a></div><div class="ttdoc">Chromosome with fixed length string.</div><div class="ttdef"><b>Definition:</b> <a href="chromosome__fixedlength_8hpp_source.html#l00044">chromosome_fixedlength.hpp:44</a></div></div>
<div class="ttc" id="classgaencode_1_1_chrom_fixed_length_html_a2d0b4e4d46c2f224ce34cf795407b407"><div class="ttname"><a href="classgaencode_1_1_chrom_fixed_length.html#a2d0b4e4d46c2f224ce34cf795407b407">gaencode::ChromFixedLength::print</a></div><div class="ttdeci">virtual void print(std::ostream &amp;os=std::cout, const char *aipc_label=&quot;&quot;, const char aic_delimCoef=',', const char aic_delimRow=';') const</div><div class="ttdef"><b>Definition:</b> <a href="chromosome__fixedlength_8hpp_source.html#l00258">chromosome_fixedlength.hpp:258</a></div></div>
<div class="ttc" id="namespaceruntime_html_a01b41d36b7cbf6cd676242aa26fad9bd"><div class="ttname"><a href="namespaceruntime.html#a01b41d36b7cbf6cd676242aa26fad9bd">runtime::getTime</a></div><div class="ttdeci">ExecutionTime getTime(ExecutionTime &amp;aoexetime_time)</div><div class="ttdef"><b>Definition:</b> <a href="execution__time_8hpp_source.html#l00052">execution_time.hpp:52</a></div></div>
<div class="ttc" id="namespaceprob_html_a65b0579bfb13bf332dfbaadb9e5fe2d2"><div class="ttname"><a href="namespaceprob.html#a65b0579bfb13bf332dfbaadb9e5fe2d2">prob::getRandPairUnlike</a></div><div class="ttdeci">auto getRandPairUnlike(FUNCTION function_generate) -&gt; std::pair&lt; decltype(function_generate()), decltype(function_generate())&gt;</div><div class="ttdoc">Get two random number diferent.</div><div class="ttdef"><b>Definition:</b> <a href="probability__selection_8hpp_source.html#l00168">probability_selection.hpp:168</a></div></div>
<div class="ttc" id="classruntime_1_1_runtime_function_stat_html"><div class="ttname"><a href="classruntime_1_1_runtime_function_stat.html">runtime::RuntimeFunctionStat</a></div><div class="ttdoc">Function statistical for metrics in run time.</div><div class="ttdef"><b>Definition:</b> <a href="runtime__statistic_8hpp_source.html#l00045">runtime_statistic.hpp:45</a></div></div>
<div class="ttc" id="namespaceruntime_html_a76d368836cce67aa62f4e939a9065b65"><div class="ttname"><a href="namespaceruntime.html#a76d368836cce67aa62f4e939a9065b65">runtime::plot_funtionHist</a></div><div class="ttdeci">void plot_funtionHist(runtime::ListRuntimeFunction&lt; COMMON_IDOMAIN &gt; &amp;ailfhT_listFuntionHist, const inout::InParamClustering &amp;aiipc_inParamClustering, inout::OutParamClustering&lt; T_METRIC, T_CLUSTERIDX &gt; &amp;aiopcT_outParamClustering)</div><div class="ttdef"><b>Definition:</b> <a href="plot__runtime__function_8hpp_source.html#l00048">plot_runtime_function.hpp:48</a></div></div>
<div class="ttc" id="classruntime_1_1_runtime_function_value_html"><div class="ttname"><a href="classruntime_1_1_runtime_function_value.html">runtime::RuntimeFunctionValue</a></div><div class="ttdoc">Function store metrics in run time.</div><div class="ttdef"><b>Definition:</b> <a href="runtime__function__value_8hpp_source.html#l00032">runtime_function_value.hpp:32</a></div></div>
<div class="ttc" id="classgaencode_1_1_chrom_fixed_length_html_a014e2a6eac1f0dc7655e37b2a8355a4e"><div class="ttname"><a href="classgaencode_1_1_chrom_fixed_length.html#a014e2a6eac1f0dc7655e37b2a8355a4e">gaencode::ChromFixedLength::end</a></div><div class="ttdeci">T_GENE * end()</div><div class="ttdef"><b>Definition:</b> <a href="chromosome__fixedlength_8hpp_source.html#l00216">chromosome_fixedlength.hpp:216</a></div></div>
<div class="ttc" id="namespaceruntime_html_a68ccfe53d4771dd4a8b3e8dd0b30c847"><div class="ttname"><a href="namespaceruntime.html#a68ccfe53d4771dd4a8b3e8dd0b30c847">runtime::stop</a></div><div class="ttdeci">void stop(ExecutionTime &amp;aoexetime_time)</div><div class="ttdef"><b>Definition:</b> <a href="execution__time_8hpp_source.html#l00042">execution_time.hpp:42</a></div></div>
<div class="ttc" id="namespaceprob_html_aa737d76e6416a765f004cd211eff712d"><div class="ttname"><a href="namespaceprob.html#aa737d76e6416a765f004cd211eff712d">prob::makeDistRouletteWheel</a></div><div class="ttdeci">auto makeDistRouletteWheel(INPUT_ITERATOR aiiterator_instfirst, INPUT_ITERATOR aiiterator_instlast, const FITNESSOPERATION fitness_func) -&gt; std::vector&lt; decltype(fitness_func(*aiiterator_instfirst))&gt;</div><div class="ttdef"><b>Definition:</b> <a href="probability__distribution_8hpp_source.html#l00071">probability_distribution.hpp:71</a></div></div>
<div class="ttc" id="classmat_1_1_matrix_triang_html_ae8e385b7959c85519692bdee1d4c3aed"><div class="ttname"><a href="classmat_1_1_matrix_triang.html#ae8e385b7959c85519692bdee1d4c3aed">mat::MatrixTriang::getNumRows</a></div><div class="ttdeci">const uintidx getNumRows() const</div><div class="ttdef"><b>Definition:</b> <a href="matrix__triangular_8hpp_source.html#l00128">matrix_triangular.hpp:128</a></div></div>
<div class="ttc" id="classgaencode_1_1_chrom_fixed_length_html_a3dcf8e8b9655883cfc4820c41614be19"><div class="ttname"><a href="classgaencode_1_1_chrom_fixed_length.html#a3dcf8e8b9655883cfc4820c41614be19">gaencode::ChromFixedLength::setStringSize</a></div><div class="ttdeci">static void setStringSize(uintidx aiuintidx_stringSize)</div><div class="ttdef"><b>Definition:</b> <a href="chromosome__fixedlength_8hpp_source.html#l00177">chromosome_fixedlength.hpp:177</a></div></div>
<div class="ttc" id="namespaceruntime_html_a088849fc5523fb2e072936513a13eb0e"><div class="ttname"><a href="namespaceruntime.html#a088849fc5523fb2e072936513a13eb0e">runtime::elapsedTime</a></div><div class="ttdeci">ExecutionTime elapsedTime(const ExecutionTime &amp;aoexetime_time)</div><div class="ttdef"><b>Definition:</b> <a href="execution__time_8hpp_source.html#l00047">execution_time.hpp:47</a></div></div>
<div class="ttc" id="classmat_1_1_matrix_triang_html"><div class="ttname"><a href="classmat_1_1_matrix_triang.html">mat::MatrixTriang</a></div><div class="ttdoc">MatrixTriang.</div><div class="ttdef"><b>Definition:</b> <a href="matrix__triangular_8hpp_source.html#l00037">matrix_triangular.hpp:37</a></div></div>
<div class="ttc" id="leac_8hpp_html"><div class="ttname"><a href="leac_8hpp.html">leac.hpp</a></div><div class="ttdoc">LEAC.</div></div>
<div class="ttc" id="namespacegaintegerop_html_a3db9a70a304cf4081c0d3dd31b7aca61"><div class="ttname"><a href="namespacegaintegerop.html#a3db9a70a304cf4081c0d3dd31b7aca61">gaintegerop::mutationD_PM</a></div><div class="ttdeci">void mutationD_PM(gaencode::ChromosomeString&lt; T_INTEGER, T_METRIC &gt; &amp;aochrom_offspring, const uintidx aiui_maximumValueToMutate)</div><div class="ttdoc">Mutate a integer gene.</div><div class="ttdef"><b>Definition:</b> <a href="ga__integer__operator_8hpp_source.html#l00417">ga_integer_operator.hpp:417</a></div></div>
<div class="ttc" id="classruntime_1_1_runtime_function_value_html_ac2b3712c5f0ce97aa2c58016cc9ad986"><div class="ttname"><a href="classruntime_1_1_runtime_function_value.html#ac2b3712c5f0ce97aa2c58016cc9ad986">runtime::RuntimeFunctionValue::setValue</a></div><div class="ttdeci">void setValue(T_VALUE aiT_value)</div><div class="ttdef"><b>Definition:</b> <a href="runtime__function__value_8hpp_source.html#l00046">runtime_function_value.hpp:46</a></div></div>
<div class="ttc" id="namespaceruntime_html_aa9ffc08cd526dab9f19a9a4000741a25"><div class="ttname"><a href="namespaceruntime.html#aa9ffc08cd526dab9f19a9a4000741a25">runtime::start</a></div><div class="ttdeci">ExecutionTime start()</div><div class="ttdef"><b>Definition:</b> <a href="execution__time_8hpp_source.html#l00037">execution_time.hpp:37</a></div></div>
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